2 papers
math.NA2026
On Physics-Based Loss Scaling for MF-PINNs applied to the neutron diffusion equation
Minh-Hieu Do, François Madiot, Karim Ammar +1
Physics-Based Loss Scaling (PBLS) is introduced for Mixed-Formulation PINNs (MF-PINNs) applied to the neutron diffusion equation. In particular, we propose a new \textit{scaled} lo…
cs.LG2026
Exact and general decoupled solutions of the LMC Multitask Gaussian Process model
Olivier Truffinet, Karim Ammar, Jean-Philippe Argaud +1
The Linear Model of Co-regionalization (LMC) is a very general multitask gaussian process model for regression or classification. While its expressiveness and conceptual simplicity…